A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images.
Tânia PereiraFrancisco SilvaPedro ClaroDiogo Costa CarvalhoSílvia Costa DiasHelena TorrãoHélder P. OliveiraPublished in: EMBC (2022)
Keyphrases
- ct images
- random forest
- ensemble classifier
- feature set
- fold cross validation
- decision trees
- computed tomography
- ensemble learning
- medical images
- random forests
- prediction accuracy
- ensemble methods
- ct scans
- medical imaging
- training data
- base classifiers
- region of interest
- treatment planning
- training samples
- feature space
- pulmonary nodules
- feature selection
- cancer classification
- computer vision
- fracture detection
- image reconstruction
- class labels
- classification accuracy
- computer aided
- logistic regression
- x ray
- multi class
- support vector machine
- knn
- image analysis
- support vector
- image processing